Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 4482 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.4 MiB |
| Average record size in memory | 569.3 B |
Variable types
| Text | 4 |
|---|---|
| Numeric | 13 |
| Categorical | 3 |
52 Weeks High is highly overall correlated with 52 Weeks Low and 6 other fields | High correlation |
52 Weeks Low is highly overall correlated with 52 Weeks High and 6 other fields | High correlation |
Currency is highly overall correlated with EPS Annual | High correlation |
EPS Annual is highly overall correlated with 52 Weeks High and 7 other fields | High correlation |
Market Cap (in M) is highly overall correlated with 52 Weeks High and 10 other fields | High correlation |
Performance (52 weeks) is highly overall correlated with Market Cap (in M) and 1 other fields | High correlation |
Price is highly overall correlated with 52 Weeks High and 7 other fields | High correlation |
Price 52 Weeks Ago is highly overall correlated with 52 Weeks High and 6 other fields | High correlation |
ROI Annual is highly overall correlated with 52 Weeks High and 6 other fields | High correlation |
Résultat net is highly overall correlated with 52 Weeks High and 6 other fields | High correlation |
Total assets is highly overall correlated with Market Cap (in M) and 2 other fields | High correlation |
Volume 1 month is highly overall correlated with Market Cap (in M) and 2 other fields | High correlation |
Volume 52 weeks is highly overall correlated with Market Cap (in M) and 2 other fields | High correlation |
Currency is highly imbalanced (92.2%) | Imbalance |
Price is highly skewed (γ1 = 26.65270708) | Skewed |
Market Cap (in M) is highly skewed (γ1 = 24.19047191) | Skewed |
Volume 52 weeks is highly skewed (γ1 = 42.91965738) | Skewed |
Volume 1 month is highly skewed (γ1 = 27.42692379) | Skewed |
52 Weeks High is highly skewed (γ1 = 33.84414493) | Skewed |
52 Weeks Low is highly skewed (γ1 = 22.951291) | Skewed |
Price 52 Weeks Ago is highly skewed (γ1 = 33.56960373) | Skewed |
EPS Annual is highly skewed (γ1 = 49.8061047) | Skewed |
ROI Annual is highly skewed (γ1 = -51.20066951) | Skewed |
Symbol has unique values | Unique |
Company Name has unique values | Unique |
Market Cap (in M) has unique values | Unique |
Beta has unique values | Unique |
Reproduction
| Analysis started | 2024-08-13 14:35:33.190978 |
|---|---|
| Analysis finished | 2024-08-13 14:36:26.536600 |
| Duration | 53.35 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
Symbol
Text
UNIQUE
| Distinct | 4482 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 265.5 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 3.6289603 |
| Min length | 1 |
Characters and Unicode
| Total characters | 16265 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4482 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | TRNS |
|---|---|
| 2nd row | ACRV |
| 3rd row | COLM |
| 4th row | MOVE |
| 5th row | HCKT |
| Value | Count | Frequency (%) |
| trns | 1 | < 0.1% |
| cndt | 1 | < 0.1% |
| hckt | 1 | < 0.1% |
| hcwb | 1 | < 0.1% |
| meip | 1 | < 0.1% |
| lfus | 1 | < 0.1% |
| govx | 1 | < 0.1% |
| itri | 1 | < 0.1% |
| ka | 1 | < 0.1% |
| colm | 1 | < 0.1% |
| Other values (4472) | 4472 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 1166 | 7.2% |
| C | 1150 | 7.1% |
| T | 1097 | 6.7% |
| S | 1080 | 6.6% |
| R | 1072 | 6.6% |
| N | 939 | 5.8% |
| L | 836 | 5.1% |
| I | 827 | 5.1% |
| M | 743 | 4.6% |
| E | 741 | 4.6% |
| Other values (16) | 6614 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16265 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 1166 | 7.2% |
| C | 1150 | 7.1% |
| T | 1097 | 6.7% |
| S | 1080 | 6.6% |
| R | 1072 | 6.6% |
| N | 939 | 5.8% |
| L | 836 | 5.1% |
| I | 827 | 5.1% |
| M | 743 | 4.6% |
| E | 741 | 4.6% |
| Other values (16) | 6614 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16265 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 1166 | 7.2% |
| C | 1150 | 7.1% |
| T | 1097 | 6.7% |
| S | 1080 | 6.6% |
| R | 1072 | 6.6% |
| N | 939 | 5.8% |
| L | 836 | 5.1% |
| I | 827 | 5.1% |
| M | 743 | 4.6% |
| E | 741 | 4.6% |
| Other values (16) | 6614 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16265 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 1166 | 7.2% |
| C | 1150 | 7.1% |
| T | 1097 | 6.7% |
| S | 1080 | 6.6% |
| R | 1072 | 6.6% |
| N | 939 | 5.8% |
| L | 836 | 5.1% |
| I | 827 | 5.1% |
| M | 743 | 4.6% |
| E | 741 | 4.6% |
| Other values (16) | 6614 |
Company Name
Text
UNIQUE
| Distinct | 4482 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 335.6 KiB |
Length
| Max length | 55 |
|---|---|
| Median length | 39 |
| Mean length | 19.654172 |
| Min length | 2 |
Characters and Unicode
| Total characters | 88090 |
|---|---|
| Distinct characters | 74 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4482 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Transcat Inc |
|---|---|
| 2nd row | Acrivon Therapeutics Inc |
| 3rd row | Columbia Sportswear Co |
| 4th row | Movano Inc |
| 5th row | Hackett Group Inc |
| Value | Count | Frequency (%) |
| inc | 2843 | 21.0% |
| corp | 824 | 6.1% |
| ltd | 337 | 2.5% |
| holdings | 333 | 2.5% |
| group | 250 | 1.8% |
| co | 185 | 1.4% |
| therapeutics | 174 | 1.3% |
| financial | 114 | 0.8% |
| technologies | 110 | 0.8% |
| acquisition | 96 | 0.7% |
| Other values (4772) | 8296 |
Most occurring characters
| Value | Count | Frequency (%) |
| 9080 | 10.3% | |
| n | 7520 | 8.5% |
| e | 5933 | 6.7% |
| o | 5593 | 6.3% |
| c | 5340 | 6.1% |
| r | 5177 | 5.9% |
| i | 4994 | 5.7% |
| a | 4909 | 5.6% |
| t | 4046 | 4.6% |
| s | 3548 | 4.0% |
| Other values (64) | 31950 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 88090 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 9080 | 10.3% | |
| n | 7520 | 8.5% |
| e | 5933 | 6.7% |
| o | 5593 | 6.3% |
| c | 5340 | 6.1% |
| r | 5177 | 5.9% |
| i | 4994 | 5.7% |
| a | 4909 | 5.6% |
| t | 4046 | 4.6% |
| s | 3548 | 4.0% |
| Other values (64) | 31950 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 88090 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 9080 | 10.3% | |
| n | 7520 | 8.5% |
| e | 5933 | 6.7% |
| o | 5593 | 6.3% |
| c | 5340 | 6.1% |
| r | 5177 | 5.9% |
| i | 4994 | 5.7% |
| a | 4909 | 5.6% |
| t | 4046 | 4.6% |
| s | 3548 | 4.0% |
| Other values (64) | 31950 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 88090 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 9080 | 10.3% | |
| n | 7520 | 8.5% |
| e | 5933 | 6.7% |
| o | 5593 | 6.3% |
| c | 5340 | 6.1% |
| r | 5177 | 5.9% |
| i | 4994 | 5.7% |
| a | 4909 | 5.6% |
| t | 4046 | 4.6% |
| s | 3548 | 4.0% |
| Other values (64) | 31950 |
Price
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 3343 |
|---|---|
| Distinct (%) | 74.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.388719 |
| Minimum | 0.0503 |
|---|---|
| Maximum | 8506.24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.1 KiB |
Quantile statistics
| Minimum | 0.0503 |
|---|---|
| 5-th percentile | 0.63 |
| Q1 | 3.4 |
| median | 13.19 |
| Q3 | 44.92 |
| 95-th percentile | 200.9025 |
| Maximum | 8506.24 |
| Range | 8506.1897 |
| Interquartile range (IQR) | 41.52 |
Descriptive statistics
| Standard deviation | 181.96383 |
|---|---|
| Coefficient of variation (CV) | 3.5409294 |
| Kurtosis | 1096.5023 |
| Mean | 51.388719 |
| Median Absolute Deviation (MAD) | 11.804 |
| Skewness | 26.652707 |
| Sum | 230324.24 |
| Variance | 33110.834 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.01 | 8 | 0.2% |
| 1.06 | 8 | 0.2% |
| 1.47 | 7 | 0.2% |
| 1.6 | 7 | 0.2% |
| 11.45 | 7 | 0.2% |
| 1.65 | 7 | 0.2% |
| 1.02 | 7 | 0.2% |
| 1.4 | 7 | 0.2% |
| 1.04 | 6 | 0.1% |
| 2.4 | 6 | 0.1% |
| Other values (3333) | 4412 |
| Value | Count | Frequency (%) |
| 0.0503 | 1 | |
| 0.075 | 1 | |
| 0.076 | 1 | |
| 0.0766 | 1 | |
| 0.08 | 1 | |
| 0.0823 | 1 | |
| 0.092 | 1 | |
| 0.0933 | 1 | |
| 0.0945 | 1 | |
| 0.0978 | 1 |
| Value | Count | Frequency (%) |
| 8506.24 | 1 | |
| 3443.05 | 1 | |
| 3120.25 | 1 | |
| 1974.15 | 1 | |
| 1883.62 | 1 | |
| 1752.25 | 1 | |
| 1701.48 | 1 | |
| 1521.92 | 1 | |
| 1397.26 | 1 | |
| 1259.41 | 1 |
Market Cap (in M)
Real number (ℝ)
HIGH CORRELATION SKEWED UNIQUE
| Distinct | 4482 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12562.562 |
| Minimum | 0.20246208 |
|---|---|
| Maximum | 3287742.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.1 KiB |
Quantile statistics
| Minimum | 0.20246208 |
|---|---|
| 5-th percentile | 6.5080889 |
| Q1 | 95.97891 |
| median | 706.08459 |
| Q3 | 4138.6571 |
| 95-th percentile | 42628.523 |
| Maximum | 3287742.5 |
| Range | 3287742.3 |
| Interquartile range (IQR) | 4042.6782 |
Descriptive statistics
| Standard deviation | 96509.919 |
|---|---|
| Coefficient of variation (CV) | 7.6823436 |
| Kurtosis | 692.56512 |
| Mean | 12562.562 |
| Median Absolute Deviation (MAD) | 690.21847 |
| Skewness | 24.190472 |
| Sum | 56305404 |
| Variance | 9.3141646 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1051.552692 | 1 | < 0.1% |
| 3556.372052 | 1 | < 0.1% |
| 131.910937 | 1 | < 0.1% |
| 11157.58663 | 1 | < 0.1% |
| 38901.79531 | 1 | < 0.1% |
| 4240.310905 | 1 | < 0.1% |
| 25967.83614 | 1 | < 0.1% |
| 4306.491217 | 1 | < 0.1% |
| 11553.67616 | 1 | < 0.1% |
| 4822.75805 | 1 | < 0.1% |
| Other values (4472) | 4472 |
| Value | Count | Frequency (%) |
| 0.202462083 | 1 | |
| 0.290874472 | 1 | |
| 0.3662907246 | 1 | |
| 0.5117001326 | 1 | |
| 0.6849636886 | 1 | |
| 0.6859719465 | 1 | |
| 0.727851 | 1 | |
| 0.7453370722 | 1 | |
| 0.7492588667 | 1 | |
| 0.7598715686 | 1 |
| Value | Count | Frequency (%) |
| 3287742.486 | 1 | |
| 3017962.34 | 1 | |
| 2581647.096 | 1 | |
| 2024988.839 | 1 | |
| 1752130.051 | 1 | |
| 1309863.215 | 1 | |
| 847457.4806 | 1 | |
| 690133.0242 | 1 | |
| 638928.0644 | 1 | |
| 585534.9078 | 1 |
Beta
Real number (ℝ)
UNIQUE
| Distinct | 4482 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.068385 |
| Minimum | -6.9775743 |
|---|---|
| Maximum | 19.570795 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 423 |
| Negative (%) | 9.4% |
| Memory size | 35.1 KiB |
Quantile statistics
| Minimum | -6.9775743 |
|---|---|
| 5-th percentile | -0.22453388 |
| Q1 | 0.44216632 |
| median | 0.937994 |
| Q3 | 1.5539674 |
| 95-th percentile | 2.8683151 |
| Maximum | 19.570795 |
| Range | 26.548369 |
| Interquartile range (IQR) | 1.111801 |
Descriptive statistics
| Standard deviation | 1.0771481 |
|---|---|
| Coefficient of variation (CV) | 1.0082022 |
| Kurtosis | 25.588223 |
| Mean | 1.068385 |
| Median Absolute Deviation (MAD) | 0.54634578 |
| Skewness | 1.9493479 |
| Sum | 4788.5016 |
| Variance | 1.1602481 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.9319894 | 1 | < 0.1% |
| 2.585754 | 1 | < 0.1% |
| -0.0058279326 | 1 | < 0.1% |
| 0.7019731 | 1 | < 0.1% |
| 0.46431598 | 1 | < 0.1% |
| 2.0908768 | 1 | < 0.1% |
| 1.1370689 | 1 | < 0.1% |
| 1.1250257 | 1 | < 0.1% |
| 1.0901773 | 1 | < 0.1% |
| 1.2514409 | 1 | < 0.1% |
| Other values (4472) | 4472 |
| Value | Count | Frequency (%) |
| -6.9775743 | 1 | |
| -4.9759016 | 1 | |
| -4.3898983 | 1 | |
| -3.8894632 | 1 | |
| -3.6600218 | 1 | |
| -3.375102 | 1 | |
| -3.0445251 | 1 | |
| -3.043933 | 1 | |
| -2.8673244 | 1 | |
| -2.8665426 | 1 |
| Value | Count | Frequency (%) |
| 19.570795 | 1 | |
| 11.313087 | 1 | |
| 9.652831 | 1 | |
| 8.4484005 | 1 | |
| 8.446643 | 1 | |
| 7.075054 | 1 | |
| 7.0186133 | 1 | |
| 6.7305875 | 1 | |
| 6.5846024 | 1 | |
| 5.979147 | 1 |
Volume 52 weeks
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 4480 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1554596.6 |
| Minimum | 849.20635 |
|---|---|
| Maximum | 4.6049593 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.1 KiB |
Quantile statistics
| Minimum | 849.20635 |
|---|---|
| 5-th percentile | 12732.472 |
| Q1 | 105516.02 |
| median | 420115.48 |
| Q3 | 1223126.6 |
| 95-th percentile | 5540663.2 |
| Maximum | 4.6049593 × 108 |
| Range | 4.6049508 × 108 |
| Interquartile range (IQR) | 1117610.6 |
Descriptive statistics
| Standard deviation | 8041604.2 |
|---|---|
| Coefficient of variation (CV) | 5.1727914 |
| Kurtosis | 2379.2571 |
| Mean | 1554596.6 |
| Median Absolute Deviation (MAD) | 371902.18 |
| Skewness | 42.919657 |
| Sum | 6.9677021 × 109 |
| Variance | 6.4667397 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 225453.9683 | 2 | < 0.1% |
| 6648.015873 | 2 | < 0.1% |
| 92715.47619 | 1 | < 0.1% |
| 3511790.476 | 1 | < 0.1% |
| 1866615.476 | 1 | < 0.1% |
| 487720.6349 | 1 | < 0.1% |
| 74468.25397 | 1 | < 0.1% |
| 192685.3175 | 1 | < 0.1% |
| 15696701.59 | 1 | < 0.1% |
| 1345657.143 | 1 | < 0.1% |
| Other values (4470) | 4470 |
| Value | Count | Frequency (%) |
| 849.2063492 | 1 | |
| 935.059761 | 1 | |
| 1153.174603 | 1 | |
| 1188.095238 | 1 | |
| 1755.952381 | 1 | |
| 1777.777778 | 1 | |
| 1797.619048 | 1 | |
| 2017.063492 | 1 | |
| 2108.333333 | 1 | |
| 2126.587302 | 1 |
| Value | Count | Frequency (%) |
| 460495926.5 | 1 | |
| 107475531.3 | 1 | |
| 60843084.92 | 1 | |
| 60546926.98 | 1 | |
| 56703451.59 | 1 | |
| 53449109.52 | 1 | |
| 53207215.08 | 1 | |
| 52205071.83 | 1 | |
| 49901964.06 | 1 | |
| 46498527.38 | 1 |
Volume 1 month
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 4425 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1731342.8 |
| Minimum | 65.217391 |
|---|---|
| Maximum | 3.4773365 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.1 KiB |
Quantile statistics
| Minimum | 65.217391 |
|---|---|
| 5-th percentile | 9114.5652 |
| Q1 | 92601.087 |
| median | 428802.17 |
| Q3 | 1321422.8 |
| 95-th percentile | 6702045.9 |
| Maximum | 3.4773365 × 108 |
| Range | 3.4773358 × 108 |
| Interquartile range (IQR) | 1228821.7 |
Descriptive statistics
| Standard deviation | 7286573.1 |
|---|---|
| Coefficient of variation (CV) | 4.2086253 |
| Kurtosis | 1169.7453 |
| Mean | 1731342.8 |
| Median Absolute Deviation (MAD) | 394206.52 |
| Skewness | 27.426924 |
| Sum | 7.7598784 × 109 |
| Variance | 5.3094148 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 52026.08696 | 3 | 0.1% |
| 81686.95652 | 3 | 0.1% |
| 2434.782609 | 2 | < 0.1% |
| 24913.04348 | 2 | < 0.1% |
| 29304.34783 | 2 | < 0.1% |
| 839.1304348 | 2 | < 0.1% |
| 83213.04348 | 2 | < 0.1% |
| 55626.08696 | 2 | < 0.1% |
| 54586.95652 | 2 | < 0.1% |
| 1556.521739 | 2 | < 0.1% |
| Other values (4415) | 4460 |
| Value | Count | Frequency (%) |
| 65.2173913 | 1 | |
| 73.91304348 | 1 | |
| 139.1304348 | 1 | |
| 181.8181818 | 1 | |
| 182.6086957 | 1 | |
| 213.0434783 | 1 | |
| 217.3913043 | 2 | |
| 362.3043478 | 1 | |
| 468.1818182 | 1 | |
| 500 | 1 |
| Value | Count | Frequency (%) |
| 347733646.8 | 1 | |
| 110366273.9 | 1 | |
| 108802565.2 | 1 | |
| 81539721.74 | 1 | |
| 78406543.48 | 1 | |
| 63759239.13 | 1 | |
| 60902782.61 | 1 | |
| 59622121.74 | 1 | |
| 58253669.57 | 1 | |
| 53438513.04 | 1 |
52 Weeks High
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 3519 |
|---|---|
| Distinct (%) | 78.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.452395 |
| Minimum | 0.87 |
|---|---|
| Maximum | 14400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.1 KiB |
Quantile statistics
| Minimum | 0.87 |
|---|---|
| 5-th percentile | 2.36 |
| Q1 | 8.7 |
| median | 21.812 |
| Q3 | 61.1025 |
| 95-th percentile | 247.595 |
| Maximum | 14400 |
| Range | 14399.13 |
| Interquartile range (IQR) | 52.4025 |
Descriptive statistics
| Standard deviation | 291.34357 |
|---|---|
| Coefficient of variation (CV) | 4.2561487 |
| Kurtosis | 1491.9859 |
| Mean | 68.452395 |
| Median Absolute Deviation (MAD) | 16.9695 |
| Skewness | 33.844145 |
| Sum | 306803.63 |
| Variance | 84881.075 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.05 | 8 | 0.2% |
| 13 | 8 | 0.2% |
| 2.1 | 7 | 0.2% |
| 14 | 7 | 0.2% |
| 3.5 | 6 | 0.1% |
| 3.6 | 6 | 0.1% |
| 12.5 | 5 | 0.1% |
| 7.75 | 5 | 0.1% |
| 2.55 | 5 | 0.1% |
| 4.55 | 5 | 0.1% |
| Other values (3509) | 4420 |
| Value | Count | Frequency (%) |
| 0.87 | 1 | |
| 0.8999 | 2 | |
| 0.9039 | 1 | |
| 0.909 | 1 | |
| 0.93 | 1 | |
| 0.94 | 1 | |
| 0.98 | 2 | |
| 0.99 | 1 | |
| 1.01 | 1 | |
| 1.02 | 1 |
| Value | Count | Frequency (%) |
| 14400 | 1 | |
| 8700 | 1 | |
| 4144.32 | 1 | |
| 3242.54 | 1 | |
| 2173.01 | 1 | |
| 1905.09 | 1 | |
| 1899.21 | 1 | |
| 1759.76 | 1 | |
| 1670.24 | 1 | |
| 1535.86 | 1 |
52 Weeks Low
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 3292 |
|---|---|
| Distinct (%) | 73.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.580585 |
| Minimum | 0.0004 |
|---|---|
| Maximum | 5210.49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.1 KiB |
Quantile statistics
| Minimum | 0.0004 |
|---|---|
| 5-th percentile | 0.445805 |
| Q1 | 2.2 |
| median | 10.3 |
| Q3 | 33.04875 |
| 95-th percentile | 147.61 |
| Maximum | 5210.49 |
| Range | 5210.4896 |
| Interquartile range (IQR) | 30.84875 |
Descriptive statistics
| Standard deviation | 121.82165 |
|---|---|
| Coefficient of variation (CV) | 3.3302271 |
| Kurtosis | 822.38084 |
| Mean | 36.580585 |
| Median Absolute Deviation (MAD) | 9.19995 |
| Skewness | 22.951291 |
| Sum | 163954.18 |
| Variance | 14840.515 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.75 | 11 | 0.2% |
| 0.65 | 9 | 0.2% |
| 1.21 | 9 | 0.2% |
| 1.04 | 9 | 0.2% |
| 1 | 9 | 0.2% |
| 0.7 | 9 | 0.2% |
| 1.37 | 8 | 0.2% |
| 1.55 | 8 | 0.2% |
| 1.25 | 8 | 0.2% |
| 1.03 | 8 | 0.2% |
| Other values (3282) | 4394 |
| Value | Count | Frequency (%) |
| 0.0004 | 1 | |
| 0.038 | 1 | |
| 0.048 | 1 | |
| 0.056 | 1 | |
| 0.064 | 1 | |
| 0.07 | 1 | |
| 0.0712 | 1 | |
| 0.0734 | 1 | |
| 0.0771 | 1 | |
| 0.0811 | 1 |
| Value | Count | Frequency (%) |
| 5210.49 | 1 | |
| 2735.3 | 1 | |
| 2379.02 | 1 | |
| 1401.0101 | 1 | |
| 1295.65 | 1 | |
| 1274.91 | 1 | |
| 1141.04 | 1 | |
| 930.72 | 1 | |
| 860.1 | 1 | |
| 811.99 | 1 |
Exchange
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 272.7 KiB |
| NASDAQ | |
|---|---|
| NYSE |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.270415 |
| Min length | 4 |
Characters and Unicode
| Total characters | 23622 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NASDAQ |
|---|---|
| 2nd row | NASDAQ |
| 3rd row | NASDAQ |
| 4th row | NASDAQ |
| 5th row | NASDAQ |
Common Values
| Value | Count | Frequency (%) |
| NASDAQ | 2847 | |
| NYSE | 1635 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| nasdaq | 2847 | |
| nyse | 1635 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 5694 | |
| N | 4482 | |
| S | 4482 | |
| D | 2847 | |
| Q | 2847 | |
| Y | 1635 | 6.9% |
| E | 1635 | 6.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 23622 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 5694 | |
| N | 4482 | |
| S | 4482 | |
| D | 2847 | |
| Q | 2847 | |
| Y | 1635 | 6.9% |
| E | 1635 | 6.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 23622 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 5694 | |
| N | 4482 | |
| S | 4482 | |
| D | 2847 | |
| Q | 2847 | |
| Y | 1635 | 6.9% |
| E | 1635 | 6.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 23622 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 5694 | |
| N | 4482 | |
| S | 4482 | |
| D | 2847 | |
| Q | 2847 | |
| Y | 1635 | 6.9% |
| E | 1635 | 6.9% |
Performance (52 weeks)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 4475 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0094737247 |
| Minimum | -0.99985424 |
|---|---|
| Maximum | 33.280986 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2322 |
| Negative (%) | 51.8% |
| Memory size | 35.1 KiB |
Quantile statistics
| Minimum | -0.99985424 |
|---|---|
| 5-th percentile | -0.85648093 |
| Q1 | -0.36312963 |
| median | -0.018677708 |
| Q3 | 0.22016871 |
| 95-th percentile | 0.79503351 |
| Maximum | 33.280986 |
| Range | 34.28084 |
| Interquartile range (IQR) | 0.58329835 |
Descriptive statistics
| Standard deviation | 0.79713482 |
|---|---|
| Coefficient of variation (CV) | -84.141649 |
| Kurtosis | 690.2903 |
| Mean | -0.0094737247 |
| Median Absolute Deviation (MAD) | 0.28149938 |
| Skewness | 17.973417 |
| Sum | -42.461234 |
| Variance | 0.63542392 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -0.1670839982 | 2 | < 0.1% |
| -0.47592853 | 2 | < 0.1% |
| -0.8042474026 | 2 | < 0.1% |
| 0.387608379 | 2 | < 0.1% |
| -0.06056350255 | 2 | < 0.1% |
| 0.07029265643 | 2 | < 0.1% |
| -0.5009512193 | 2 | < 0.1% |
| 0.2544230824 | 1 | < 0.1% |
| 0.2815539887 | 1 | < 0.1% |
| -0.4017006624 | 1 | < 0.1% |
| Other values (4465) | 4465 |
| Value | Count | Frequency (%) |
| -0.9998542374 | 1 | |
| -0.9994216567 | 1 | |
| -0.9992965079 | 1 | |
| -0.9982727312 | 1 | |
| -0.9979352051 | 1 | |
| -0.9973795645 | 1 | |
| -0.9973444564 | 1 | |
| -0.9965653988 | 1 | |
| -0.9964575223 | 1 | |
| -0.9963780463 | 1 |
| Value | Count | Frequency (%) |
| 33.28098556 | 1 | |
| 8.725687571 | 1 | |
| 7.564530876 | 1 | |
| 7.492914449 | 1 | |
| 6.921500924 | 1 | |
| 5.897939474 | 1 | |
| 5.736607268 | 1 | |
| 5.64065769 | 1 | |
| 5.450054284 | 1 | |
| 5.299123385 | 1 |
Country
Text
| Distinct | 51 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 258.4 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 8964 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 13 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | US |
|---|---|
| 2nd row | US |
| 3rd row | US |
| 4th row | US |
| 5th row | US |
| Value | Count | Frequency (%) |
| us | 3818 | |
| cn | 169 | 3.8% |
| il | 78 | 1.7% |
| gb | 56 | 1.2% |
| ca | 53 | 1.2% |
| sg | 34 | 0.8% |
| hk | 32 | 0.7% |
| ie | 29 | 0.6% |
| bm | 29 | 0.6% |
| ky | 18 | 0.4% |
| Other values (41) | 166 | 3.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 3860 | |
| U | 3841 | |
| C | 250 | 2.8% |
| N | 183 | 2.0% |
| I | 116 | 1.3% |
| G | 108 | 1.2% |
| L | 101 | 1.1% |
| B | 97 | 1.1% |
| A | 67 | 0.7% |
| K | 57 | 0.6% |
| Other values (15) | 284 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8964 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 3860 | |
| U | 3841 | |
| C | 250 | 2.8% |
| N | 183 | 2.0% |
| I | 116 | 1.3% |
| G | 108 | 1.2% |
| L | 101 | 1.1% |
| B | 97 | 1.1% |
| A | 67 | 0.7% |
| K | 57 | 0.6% |
| Other values (15) | 284 | 3.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8964 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 3860 | |
| U | 3841 | |
| C | 250 | 2.8% |
| N | 183 | 2.0% |
| I | 116 | 1.3% |
| G | 108 | 1.2% |
| L | 101 | 1.1% |
| B | 97 | 1.1% |
| A | 67 | 0.7% |
| K | 57 | 0.6% |
| Other values (15) | 284 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8964 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 3860 | |
| U | 3841 | |
| C | 250 | 2.8% |
| N | 183 | 2.0% |
| I | 116 | 1.3% |
| G | 108 | 1.2% |
| L | 101 | 1.1% |
| B | 97 | 1.1% |
| A | 67 | 0.7% |
| K | 57 | 0.6% |
| Other values (15) | 284 | 3.2% |
Résultat net
Real number (ℝ)
HIGH CORRELATION
| Distinct | 4447 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.7300024 × 108 |
| Minimum | -2.1601255 × 1010 |
|---|---|
| Maximum | 1.2241905 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2105 |
| Negative (%) | 47.0% |
| Memory size | 35.1 KiB |
Quantile statistics
| Minimum | -2.1601255 × 1010 |
|---|---|
| 5-th percentile | -2.8771373 × 108 |
| Q1 | -36882000 |
| median | 2761843 |
| Q3 | 1.4685775 × 108 |
| 95-th percentile | 1.9954143 × 109 |
| Maximum | 1.2241905 × 1011 |
| Range | 1.4402031 × 1011 |
| Interquartile range (IQR) | 1.8373975 × 108 |
Descriptive statistics
| Standard deviation | 4.0519237 × 109 |
|---|---|
| Coefficient of variation (CV) | 8.5664305 |
| Kurtosis | 450.53581 |
| Mean | 4.7300024 × 108 |
| Median Absolute Deviation (MAD) | 68221500 |
| Skewness | 19.262915 |
| Sum | 2.1199871 × 1012 |
| Variance | 1.6418085 × 1019 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 714000000 | 3 | 0.1% |
| 1052000000 | 3 | 0.1% |
| 290000000 | 2 | < 0.1% |
| 2560000000 | 2 | < 0.1% |
| 81000000 | 2 | < 0.1% |
| -7000000 | 2 | < 0.1% |
| 4487000064 | 2 | < 0.1% |
| -35390000 | 2 | < 0.1% |
| -40105000 | 2 | < 0.1% |
| -9636000 | 2 | < 0.1% |
| Other values (4437) | 4460 |
| Value | Count | Frequency (%) |
| -2.160125542 × 1010 | 1 | |
| -1.176899994 × 1010 | 1 | |
| -9406706688 | 1 | |
| -6808999936 | 1 | |
| -6541000192 | 1 | |
| -5866999808 | 1 | |
| -5810999808 | 1 | |
| -5791000064 | 1 | |
| -5783000064 | 1 | |
| -4943179776 | 1 |
| Value | Count | Frequency (%) |
| 1.224190525 × 1011 | 1 | |
| 1.019560018 × 1011 | 1 | |
| 8.813599949 × 1010 | 1 | |
| 8.765699686 × 1010 | 1 | |
| 7.992333926 × 1010 | 1 | |
| 7.974100173 × 1010 | 1 | |
| 5.221699994 × 1010 | 1 | |
| 5.143400038 × 1010 | 1 | |
| 4.441899827 × 1010 | 1 | |
| 4.259799859 × 1010 | 1 |
Sector
Categorical
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 307.2 KiB |
| Healthcare | |
|---|---|
| Financial Services | |
| Technology | |
| Industrials | |
| Consumer Cyclical | |
| Other values (6) |
Length
| Max length | 22 |
|---|---|
| Median length | 18 |
| Mean length | 13.146809 |
| Min length | 6 |
Characters and Unicode
| Total characters | 58924 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Industrials |
|---|---|
| 2nd row | Healthcare |
| 3rd row | Consumer Cyclical |
| 4th row | Healthcare |
| 5th row | Technology |
Common Values
| Value | Count | Frequency (%) |
| Healthcare | 992 | |
| Financial Services | 740 | |
| Technology | 672 | |
| Industrials | 536 | |
| Consumer Cyclical | 494 | |
| Real Estate | 227 | 5.1% |
| Consumer Defensive | 206 | 4.6% |
| Communication Services | 194 | 4.3% |
| Energy | 178 | 4.0% |
| Basic Materials | 157 | 3.5% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| healthcare | 992 | |
| services | 934 | |
| financial | 740 | |
| consumer | 700 | |
| technology | 672 | |
| industrials | 536 | |
| cyclical | 494 | |
| real | 227 | 3.5% |
| estate | 227 | 3.5% |
| defensive | 206 | 3.2% |
| Other values (5) | 772 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6717 | |
| a | 5613 | 9.5% |
| c | 4677 | 7.9% |
| i | 4610 | 7.8% |
| l | 4398 | 7.5% |
| n | 4160 | 7.1% |
| s | 3539 | 6.0% |
| r | 3497 | 5.9% |
| t | 2505 | 4.3% |
| o | 2432 | 4.1% |
| Other values (21) | 16776 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 58924 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 6717 | |
| a | 5613 | 9.5% |
| c | 4677 | 7.9% |
| i | 4610 | 7.8% |
| l | 4398 | 7.5% |
| n | 4160 | 7.1% |
| s | 3539 | 6.0% |
| r | 3497 | 5.9% |
| t | 2505 | 4.3% |
| o | 2432 | 4.1% |
| Other values (21) | 16776 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 58924 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 6717 | |
| a | 5613 | 9.5% |
| c | 4677 | 7.9% |
| i | 4610 | 7.8% |
| l | 4398 | 7.5% |
| n | 4160 | 7.1% |
| s | 3539 | 6.0% |
| r | 3497 | 5.9% |
| t | 2505 | 4.3% |
| o | 2432 | 4.1% |
| Other values (21) | 16776 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 58924 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 6717 | |
| a | 5613 | 9.5% |
| c | 4677 | 7.9% |
| i | 4610 | 7.8% |
| l | 4398 | 7.5% |
| n | 4160 | 7.1% |
| s | 3539 | 6.0% |
| r | 3497 | 5.9% |
| t | 2505 | 4.3% |
| o | 2432 | 4.1% |
| Other values (21) | 16776 |
Industry
Text
| Distinct | 144 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 335.1 KiB |
Length
| Max length | 40 |
|---|---|
| Median length | 32 |
| Mean length | 19.539491 |
| Min length | 4 |
Characters and Unicode
| Total characters | 87576 |
|---|---|
| Distinct characters | 48 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Industrial Distribution |
|---|---|
| 2nd row | Biotechnology |
| 3rd row | Apparel Manufacturing |
| 4th row | Medical Devices |
| 5th row | Information Technology Services |
| Value | Count | Frequency (%) |
| 2205 | 18.9% | |
| biotechnology | 561 | 4.8% |
| services | 428 | 3.7% |
| software | 342 | 2.9% |
| banks | 293 | 2.5% |
| specialty | 290 | 2.5% |
| regional | 288 | 2.5% |
| medical | 232 | 2.0% |
| application | 204 | 1.7% |
| equipment | 194 | 1.7% |
| Other values (189) | 6629 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8291 | 9.5% |
| 7184 | 8.2% | |
| i | 6618 | 7.6% |
| t | 5882 | 6.7% |
| a | 5738 | 6.6% |
| n | 5668 | 6.5% |
| o | 5133 | 5.9% |
| r | 4468 | 5.1% |
| s | 4329 | 4.9% |
| c | 4122 | 4.7% |
| Other values (38) | 30143 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 87576 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 8291 | 9.5% |
| 7184 | 8.2% | |
| i | 6618 | 7.6% |
| t | 5882 | 6.7% |
| a | 5738 | 6.6% |
| n | 5668 | 6.5% |
| o | 5133 | 5.9% |
| r | 4468 | 5.1% |
| s | 4329 | 4.9% |
| c | 4122 | 4.7% |
| Other values (38) | 30143 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 87576 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 8291 | 9.5% |
| 7184 | 8.2% | |
| i | 6618 | 7.6% |
| t | 5882 | 6.7% |
| a | 5738 | 6.6% |
| n | 5668 | 6.5% |
| o | 5133 | 5.9% |
| r | 4468 | 5.1% |
| s | 4329 | 4.9% |
| c | 4122 | 4.7% |
| Other values (38) | 30143 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 87576 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 8291 | 9.5% |
| 7184 | 8.2% | |
| i | 6618 | 7.6% |
| t | 5882 | 6.7% |
| a | 5738 | 6.6% |
| n | 5668 | 6.5% |
| o | 5133 | 5.9% |
| r | 4468 | 5.1% |
| s | 4329 | 4.9% |
| c | 4122 | 4.7% |
| Other values (38) | 30143 |
Price 52 Weeks Ago
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 3593 |
|---|---|
| Distinct (%) | 80.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.968433 |
| Minimum | 0.30000001 |
|---|---|
| Maximum | 11250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.1 KiB |
Quantile statistics
| Minimum | 0.30000001 |
|---|---|
| 5-th percentile | 1.46 |
| Q1 | 6.0100002 |
| median | 15.371808 |
| Q3 | 44.969559 |
| 95-th percentile | 182.88526 |
| Maximum | 11250 |
| Range | 11249.7 |
| Interquartile range (IQR) | 38.959558 |
Descriptive statistics
| Standard deviation | 226.24692 |
|---|---|
| Coefficient of variation (CV) | 4.4389617 |
| Kurtosis | 1481.9702 |
| Mean | 50.968433 |
| Median Absolute Deviation (MAD) | 12.391808 |
| Skewness | 33.569604 |
| Sum | 228440.52 |
| Variance | 51187.671 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10.69999981 | 8 | 0.2% |
| 1.220000029 | 8 | 0.2% |
| 2.049999952 | 8 | 0.2% |
| 3.019999981 | 7 | 0.2% |
| 1.679999948 | 7 | 0.2% |
| 4.199999809 | 7 | 0.2% |
| 12 | 7 | 0.2% |
| 3.779999971 | 6 | 0.1% |
| 2.559999943 | 6 | 0.1% |
| 7.400000095 | 6 | 0.1% |
| Other values (3583) | 4412 |
| Value | Count | Frequency (%) |
| 0.3000000119 | 1 | |
| 0.400000006 | 1 | |
| 0.4300000072 | 1 | |
| 0.4379999936 | 1 | |
| 0.4799999893 | 1 | |
| 0.5009999871 | 1 | |
| 0.5099999905 | 1 | |
| 0.5170000196 | 1 | |
| 0.5210062861 | 1 | |
| 0.5320000052 | 1 |
| Value | Count | Frequency (%) |
| 11250 | 1 | |
| 6156.72998 | 1 | |
| 3456 | 1 | |
| 3190.70166 | 1 | |
| 2483.830078 | 1 | |
| 1566.987183 | 1 | |
| 1506.199951 | 1 | |
| 1464.240601 | 1 | |
| 1330 | 1 | |
| 1239.800049 | 1 |
Currency
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 262.7 KiB |
| USD | |
|---|---|
| CNY | 92 |
| EUR | 27 |
| CAD | 11 |
| BRL | 10 |
| Other values (15) | 35 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 13446 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | USD |
|---|---|
| 2nd row | USD |
| 3rd row | USD |
| 4th row | USD |
| 5th row | USD |
Common Values
| Value | Count | Frequency (%) |
| USD | 4307 | |
| CNY | 92 | 2.1% |
| EUR | 27 | 0.6% |
| CAD | 11 | 0.2% |
| BRL | 10 | 0.2% |
| GBP | 7 | 0.2% |
| CHF | 4 | 0.1% |
| JPY | 4 | 0.1% |
| AUD | 3 | 0.1% |
| INR | 3 | 0.1% |
| Other values (10) | 14 | 0.3% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| usd | 4307 | |
| cny | 92 | 2.1% |
| eur | 27 | 0.6% |
| cad | 11 | 0.2% |
| brl | 10 | 0.2% |
| gbp | 7 | 0.2% |
| chf | 4 | 0.1% |
| jpy | 4 | 0.1% |
| aud | 3 | 0.1% |
| inr | 3 | 0.1% |
| Other values (10) | 14 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 4337 | |
| D | 4326 | |
| S | 4310 | |
| C | 107 | 0.8% |
| Y | 99 | 0.7% |
| N | 98 | 0.7% |
| R | 45 | 0.3% |
| E | 29 | 0.2% |
| B | 17 | 0.1% |
| A | 15 | 0.1% |
| Other values (13) | 63 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13446 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| U | 4337 | |
| D | 4326 | |
| S | 4310 | |
| C | 107 | 0.8% |
| Y | 99 | 0.7% |
| N | 98 | 0.7% |
| R | 45 | 0.3% |
| E | 29 | 0.2% |
| B | 17 | 0.1% |
| A | 15 | 0.1% |
| Other values (13) | 63 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13446 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| U | 4337 | |
| D | 4326 | |
| S | 4310 | |
| C | 107 | 0.8% |
| Y | 99 | 0.7% |
| N | 98 | 0.7% |
| R | 45 | 0.3% |
| E | 29 | 0.2% |
| B | 17 | 0.1% |
| A | 15 | 0.1% |
| Other values (13) | 63 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13446 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| U | 4337 | |
| D | 4326 | |
| S | 4310 | |
| C | 107 | 0.8% |
| Y | 99 | 0.7% |
| N | 98 | 0.7% |
| R | 45 | 0.3% |
| E | 29 | 0.2% |
| B | 17 | 0.1% |
| A | 15 | 0.1% |
| Other values (13) | 63 | 0.5% |
Total assets
Real number (ℝ)
HIGH CORRELATION
| Distinct | 4473 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6808261 × 108 |
| Minimum | 1024 |
|---|---|
| Maximum | 1.52041 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.1 KiB |
Quantile statistics
| Minimum | 1024 |
|---|---|
| 5-th percentile | 3520714 |
| Q1 | 18063300 |
| median | 50903000 |
| Q3 | 1.3179875 × 108 |
| 95-th percentile | 6.0919552 × 108 |
| Maximum | 1.52041 × 1010 |
| Range | 1.5204099 × 1010 |
| Interquartile range (IQR) | 1.1373545 × 108 |
Descriptive statistics
| Standard deviation | 5.3737641 × 108 |
|---|---|
| Coefficient of variation (CV) | 3.197097 |
| Kurtosis | 225.82078 |
| Mean | 1.6808261 × 108 |
| Median Absolute Deviation (MAD) | 40610800 |
| Skewness | 12.246744 |
| Sum | 7.5334627 × 1011 |
| Variance | 2.8877341 × 1017 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 132670000 | 2 | < 0.1% |
| 69067000 | 2 | < 0.1% |
| 100625000 | 2 | < 0.1% |
| 144976992 | 2 | < 0.1% |
| 46608800 | 2 | < 0.1% |
| 116454000 | 2 | < 0.1% |
| 28483600 | 2 | < 0.1% |
| 37457200 | 2 | < 0.1% |
| 14000000 | 2 | < 0.1% |
| 112977000 | 1 | < 0.1% |
| Other values (4463) | 4463 |
| Value | Count | Frequency (%) |
| 1024 | 1 | |
| 12443 | 1 | |
| 113809 | 1 | |
| 164495 | 1 | |
| 228025 | 1 | |
| 333008 | 1 | |
| 360600 | 1 | |
| 376141 | 1 | |
| 393449 | 1 | |
| 396368 | 1 |
| Value | Count | Frequency (%) |
| 1.52041001 × 1010 | 1 | |
| 1.049559962 × 1010 | 1 | |
| 8043539968 | 1 | |
| 7759580160 | 1 | |
| 7433039872 | 1 | |
| 7170240000 | 1 | |
| 6478000000 | 1 | |
| 6365200000 | 1 | |
| 5858999808 | 1 | |
| 5666699776 | 1 |
EPS Annual
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 4402 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.49664431 |
| Minimum | -2997.8 |
|---|---|
| Maximum | 11880.286 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2059 |
| Negative (%) | 45.9% |
| Memory size | 35.1 KiB |
Quantile statistics
| Minimum | -2997.8 |
|---|---|
| 5-th percentile | -9.708875 |
| Q1 | -1.127375 |
| median | 0.1537 |
| Q3 | 2.287075 |
| 95-th percentile | 10.02196 |
| Maximum | 11880.286 |
| Range | 14878.086 |
| Interquartile range (IQR) | 3.41445 |
Descriptive statistics
| Standard deviation | 194.47488 |
|---|---|
| Coefficient of variation (CV) | 391.57779 |
| Kurtosis | 3131.0725 |
| Mean | 0.49664431 |
| Median Absolute Deviation (MAD) | 1.64145 |
| Skewness | 49.806105 |
| Sum | 2225.9598 |
| Variance | 37820.48 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.6003 | 3 | 0.1% |
| -0.0212 | 3 | 0.1% |
| -0.0216 | 2 | < 0.1% |
| 2.339 | 2 | < 0.1% |
| 0.1243 | 2 | < 0.1% |
| 0.895 | 2 | < 0.1% |
| -0.3885 | 2 | < 0.1% |
| -0.6398 | 2 | < 0.1% |
| -0.214 | 2 | < 0.1% |
| 0.1052 | 2 | < 0.1% |
| Other values (4392) | 4460 |
| Value | Count | Frequency (%) |
| -2997.8 | 1 | |
| -2181 | 1 | |
| -1586.1632 | 1 | |
| -1564.215 | 1 | |
| -1018.2512 | 1 | |
| -1008.1846 | 1 | |
| -471.8591 | 1 | |
| -434.6842 | 1 | |
| -355.2372 | 1 | |
| -309.1471 | 1 |
| Value | Count | Frequency (%) |
| 11880.2857 | 1 | |
| 2241.184 | 1 | |
| 788.6044 | 1 | |
| 463.3511 | 1 | |
| 201.4798 | 1 | |
| 149.2047 | 1 | |
| 133.0526 | 1 | |
| 117.4103 | 1 | |
| 92.8812 | 1 | |
| 77.818 | 1 |
ROI Annual
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 3324 |
|---|---|
| Distinct (%) | 74.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -69.659607 |
| Minimum | -108880 |
|---|---|
| Maximum | 12633.08 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2038 |
| Negative (%) | 45.5% |
| Memory size | 35.1 KiB |
Quantile statistics
| Minimum | -108880 |
|---|---|
| 5-th percentile | -157.534 |
| Q1 | -26.3575 |
| median | 1.41 |
| Q3 | 8.24 |
| 95-th percentile | 24.4115 |
| Maximum | 12633.08 |
| Range | 121513.08 |
| Interquartile range (IQR) | 34.5975 |
Descriptive statistics
| Standard deviation | 1821.3121 |
|---|---|
| Coefficient of variation (CV) | -26.145886 |
| Kurtosis | 2921.4261 |
| Mean | -69.659607 |
| Median Absolute Deviation (MAD) | 10.54 |
| Skewness | -51.20067 |
| Sum | -312214.36 |
| Variance | 3317177.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.15 | 7 | 0.2% |
| 4.19 | 7 | 0.2% |
| 4.53 | 7 | 0.2% |
| 3.2 | 6 | 0.1% |
| 9.32 | 6 | 0.1% |
| 1.17 | 6 | 0.1% |
| 1.93 | 5 | 0.1% |
| 3.7 | 5 | 0.1% |
| 9.05 | 5 | 0.1% |
| 4.02 | 5 | 0.1% |
| Other values (3314) | 4423 |
| Value | Count | Frequency (%) |
| -108880 | 1 | |
| -41952.85 | 1 | |
| -29104.88 | 1 | |
| -9780 | 1 | |
| -5196.477 | 1 | |
| -5033.59 | 1 | |
| -3715.82 | 1 | |
| -3645.8 | 1 | |
| -3304.87 | 1 | |
| -3184.29 | 1 |
| Value | Count | Frequency (%) |
| 12633.08 | 1 | |
| 2662.67 | 1 | |
| 1875.53 | 1 | |
| 1670 | 1 | |
| 1054.47 | 1 | |
| 737.69 | 1 | |
| 643.41 | 1 | |
| 445.65 | 1 | |
| 432.25 | 1 | |
| 307.73 | 1 |
| 52 Weeks High | 52 Weeks Low | Beta | Currency | EPS Annual | Exchange | Market Cap (in M) | Performance (52 weeks) | Price | Price 52 Weeks Ago | ROI Annual | Résultat net | Sector | Total assets | Volume 1 month | Volume 52 weeks | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 52 Weeks High | 1.000 | 0.897 | -0.036 | 0.000 | 0.562 | 0.014 | 0.734 | 0.360 | 0.906 | 0.965 | 0.527 | 0.554 | 0.000 | 0.206 | 0.281 | 0.228 |
| 52 Weeks Low | 0.897 | 1.000 | -0.134 | 0.000 | 0.708 | 0.016 | 0.831 | 0.481 | 0.983 | 0.912 | 0.662 | 0.657 | 0.000 | 0.285 | 0.228 | 0.169 |
| Beta | -0.036 | -0.134 | 1.000 | 0.000 | -0.248 | 0.092 | 0.028 | -0.070 | -0.096 | -0.071 | -0.270 | -0.256 | 0.125 | 0.155 | 0.243 | 0.265 |
| Currency | 0.000 | 0.000 | 0.000 | 1.000 | 0.561 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.352 | 0.055 | 0.000 | 0.000 | 0.000 |
| EPS Annual | 0.562 | 0.708 | -0.248 | 0.561 | 1.000 | 0.086 | 0.603 | 0.397 | 0.683 | 0.587 | 0.852 | 0.835 | 0.051 | 0.245 | 0.122 | 0.079 |
| Exchange | 0.014 | 0.016 | 0.092 | 0.000 | 0.086 | 1.000 | 0.046 | 0.043 | 0.025 | 0.000 | 0.018 | 0.076 | 0.420 | 0.075 | 0.000 | 0.000 |
| Market Cap (in M) | 0.734 | 0.831 | 0.028 | 0.000 | 0.603 | 0.046 | 1.000 | 0.513 | 0.846 | 0.730 | 0.542 | 0.564 | 0.024 | 0.714 | 0.604 | 0.569 |
| Performance (52 weeks) | 0.360 | 0.481 | -0.070 | 0.000 | 0.397 | 0.043 | 0.513 | 1.000 | 0.575 | 0.244 | 0.366 | 0.386 | 0.020 | 0.206 | 0.083 | 0.051 |
| Price | 0.906 | 0.983 | -0.096 | 0.000 | 0.683 | 0.025 | 0.846 | 0.575 | 1.000 | 0.893 | 0.634 | 0.636 | 0.000 | 0.292 | 0.250 | 0.189 |
| Price 52 Weeks Ago | 0.965 | 0.912 | -0.071 | 0.000 | 0.587 | 0.000 | 0.730 | 0.244 | 0.893 | 1.000 | 0.552 | 0.565 | 0.021 | 0.216 | 0.270 | 0.208 |
| ROI Annual | 0.527 | 0.662 | -0.270 | 0.000 | 0.852 | 0.018 | 0.542 | 0.366 | 0.634 | 0.552 | 1.000 | 0.742 | 0.041 | 0.190 | 0.087 | 0.046 |
| Résultat net | 0.554 | 0.657 | -0.256 | 0.352 | 0.835 | 0.076 | 0.564 | 0.386 | 0.636 | 0.565 | 0.742 | 1.000 | 0.032 | 0.220 | 0.156 | 0.123 |
| Sector | 0.000 | 0.000 | 0.125 | 0.055 | 0.051 | 0.420 | 0.024 | 0.020 | 0.000 | 0.021 | 0.041 | 0.032 | 1.000 | 0.038 | 0.000 | 0.016 |
| Total assets | 0.206 | 0.285 | 0.155 | 0.000 | 0.245 | 0.075 | 0.714 | 0.206 | 0.292 | 0.216 | 0.190 | 0.220 | 0.038 | 1.000 | 0.771 | 0.780 |
| Volume 1 month | 0.281 | 0.228 | 0.243 | 0.000 | 0.122 | 0.000 | 0.604 | 0.083 | 0.250 | 0.270 | 0.087 | 0.156 | 0.000 | 0.771 | 1.000 | 0.942 |
| Volume 52 weeks | 0.228 | 0.169 | 0.265 | 0.000 | 0.079 | 0.000 | 0.569 | 0.051 | 0.189 | 0.208 | 0.046 | 0.123 | 0.016 | 0.780 | 0.942 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Symbol | Company Name | Price | Market Cap (in M) | Beta | Volume 52 weeks | Volume 1 month | 52 Weeks High | 52 Weeks Low | Exchange | Performance (52 weeks) | Country | Résultat net | Sector | Industry | Price 52 Weeks Ago | Currency | Total assets | EPS Annual | ROI Annual | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | TRNS | Transcat Inc | 116.2900 | 1051.552692 | 0.931989 | 50909.837945 | 72982.875000 | 147.115 | 84.4500 | NASDAQ | 0.211360 | US | 15106000.0 | Industrials | Industrial Distribution | 96.050003 | USD | 2.553100e+07 | 1.6340 | 5.95 |
| 1 | ACRV | Acrivon Therapeutics Inc | 7.1800 | 217.991134 | 0.711853 | 234007.616601 | 74267.791667 | 12.850 | 3.1900 | NASDAQ | -0.381850 | US | -64118000.0 | Healthcare | Biotechnology | 11.600000 | USD | 1.320950e+08 | -2.7352 | -49.83 |
| 2 | COLM | Columbia Sportswear Co | 81.8350 | 4781.357487 | 0.628373 | 461903.913043 | 556895.416667 | 87.230 | 66.0100 | NASDAQ | 0.098148 | US | 227407008.0 | Consumer Cyclical | Apparel Manufacturing | 74.540024 | USD | 1.250472e+09 | 4.0929 | 12.97 |
| 3 | MOVE | Movano Inc | 0.3714 | 36.525224 | 1.216491 | 151308.146245 | 248723.375000 | 1.400 | 0.2660 | NASDAQ | -0.715289 | US | -27907000.0 | Healthcare | Medical Devices | 1.300000 | USD | 3.505800e+07 | -0.6339 | -837.14 |
| 4 | HCKT | Hackett Group Inc | 25.5550 | 711.356492 | 0.404137 | 97656.142292 | 127029.333333 | 27.680 | 20.2300 | NASDAQ | 0.090217 | US | 34749000.0 | Technology | Information Technology Services | 23.445827 | USD | 5.962300e+07 | 1.2357 | 27.81 |
| 5 | HCWB | HCW Biologics Inc | 0.5980 | 22.315802 | -0.017082 | 15476.458498 | 7464.333333 | 2.170 | 0.5710 | NASDAQ | -0.707849 | US | -27391652.0 | Healthcare | Biotechnology | 2.040000 | USD | 4.048037e+07 | -0.6956 | -126.45 |
| 6 | MEIP | MEI Pharma Inc | 3.3900 | 22.786971 | -1.265005 | 52806.442688 | 239755.416667 | 7.840 | 2.7293 | NASDAQ | -0.375572 | US | 26155000.0 | Healthcare | Biotechnology | 5.421965 | USD | 3.602900e+07 | -4.7808 | -129.43 |
| 7 | LFUS | Littelfuse Inc | 241.9500 | 5987.858721 | 1.125715 | 118391.739130 | 100371.250000 | 275.450 | 212.8000 | NASDAQ | -0.060917 | US | 194587008.0 | Technology | Electronic Components | 257.600555 | USD | 5.715050e+08 | 10.3372 | 7.74 |
| 8 | ITRI | Itron Inc | 97.6600 | 4423.665057 | 1.489375 | 448229.138340 | 737998.833333 | 112.780 | 56.1300 | NASDAQ | 0.392232 | US | 187596992.0 | Technology | Scientific & Technical Instruments | 70.209999 | USD | 8.822170e+08 | 2.1146 | 5.49 |
| 9 | AOSL | Alpha and Omega Semiconductor Ltd | 34.9700 | 1036.466008 | 1.833859 | 202726.280632 | 512560.375000 | 47.450 | 19.3800 | NASDAQ | 0.019588 | US | -11081000.0 | Technology | Semiconductors | 34.299999 | USD | 2.058550e+08 | 0.4203 | 1.32 |
| Symbol | Company Name | Price | Market Cap (in M) | Beta | Volume 52 weeks | Volume 1 month | 52 Weeks High | 52 Weeks Low | Exchange | Performance (52 weeks) | Country | Résultat net | Sector | Industry | Price 52 Weeks Ago | Currency | Total assets | EPS Annual | ROI Annual | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4472 | BOX | Box Inc | 27.51 | 4002.369571 | 0.410347 | 1.836657e+06 | 1.355296e+06 | 30.97 | 23.5650 | NYSE | -0.094119 | US | 1.070040e+08 | Technology | Software - Infrastructure | 30.360001 | USD | 144976992.0 | 0.8684 | 29.88 |
| 4473 | NSC | Norfolk Southern Corp | 239.62 | 54177.227612 | 0.800947 | 1.256250e+06 | 1.239665e+06 | 263.66 | 183.0900 | NYSE | 0.137450 | US | 1.791000e+09 | Industrials | Railroads | 210.738556 | USD | 226096000.0 | 8.0343 | 6.10 |
| 4474 | CPA | Copa Holdings SA | 88.12 | 3673.457144 | 1.182349 | 3.297429e+05 | 3.127565e+05 | 114.00 | 78.1200 | NYSE | -0.051162 | PA | 6.713850e+08 | Industrials | Airlines | 92.858147 | USD | 30748900.0 | 12.7796 | 13.29 |
| 4475 | GPOR | Gulfport Energy Corp | 138.14 | 2501.311709 | 0.988221 | 2.022063e+05 | 2.470174e+05 | 165.13 | 108.8400 | NYSE | 0.212501 | US | 7.523250e+08 | Energy | Oil & Gas E&P | 113.989998 | USD | 18107100.0 | 77.8180 | 51.19 |
| 4476 | BA | Boeing Co | 167.91 | 103460.627412 | 1.149939 | 7.051050e+06 | 6.611630e+06 | 267.54 | 159.7000 | NYSE | -0.288335 | US | -3.441000e+09 | Industrials | Aerospace & Defense | 235.720001 | USD | 616166976.0 | -3.6679 | 73.73 |
| 4477 | IVZ | Invesco Ltd | 16.16 | 7272.524128 | 1.201363 | 4.633188e+06 | 4.554791e+06 | 18.28 | 12.4800 | NYSE | 0.027753 | US | -3.372000e+08 | Financial Services | Asset Management | 15.724797 | USD | 450032000.0 | -0.2131 | -0.42 |
| 4478 | FBP | First BanCorp | 19.74 | 3285.271025 | 0.928211 | 1.117185e+06 | 1.213457e+06 | 22.12 | 12.7150 | NYSE | 0.347341 | PR | 3.108070e+08 | Financial Services | Banks - Regional | 14.663054 | USD | 163864992.0 | 1.7094 | 18.25 |
| 4479 | SNDA | Sonida Senior Living Inc | 29.36 | 418.113320 | 0.884568 | 1.800198e+04 | 2.690000e+04 | 34.26 | 6.8900 | NYSE | 1.992714 | US | -2.302900e+07 | Healthcare | Medical Care Facilities | 9.840000 | USD | 14240900.0 | -3.1104 | -3.80 |
| 4480 | COHR | Coherent Corp | 63.34 | 9656.880542 | 3.423148 | 2.326590e+06 | 2.209304e+06 | 80.91 | 28.4700 | NYSE | 0.403250 | US | -4.145670e+08 | Technology | Scientific & Technical Instruments | 45.180000 | USD | 152460992.0 | -1.8859 | -2.24 |
| 4481 | TWLO | Twilio Inc | 60.41 | 9701.836400 | 1.528249 | 2.782786e+06 | 2.422213e+06 | 78.16 | 49.8561 | NYSE | -0.024610 | US | -5.943220e+08 | Technology | Software - Infrastructure | 61.930000 | USD | 160600000.0 | -5.5389 | -9.46 |